1. 15 Nov, 2022 3 commits
    • Younes Belkada's avatar
      Add Switch transformers (#19323) · 163ac3d3
      Younes Belkada authored
      
      
      * first commit
      
      * add more comments
      
      * add router v1
      
      * clean up
      
      - remove `tf` modeling files
      
      * clean up
      
      - remove `tf` modeling files
      
      * clean up
      
      * v0 routers
      
      * added more router
      
      - Implemented `ExpertsChooseMaskedRouter`
      
      - added tests
      - 2 more routers to implement
      
      * last router
      
      * improved docstring
      
      - completed the docstring in `router.py`
      - added more args in the config
      
      * v0 sparse mlp
      
      * replace wrong naming
      
      * forward pass run
      
      * update MOE layer
      
      * small router update
      
      * fixup
      
      * consistency
      
      * remove scatter router
      
      * remove abstract layer
      
      * update test and model for integration testing
      
      * v1 conversion
      
      * update
      
      * hardcode hack
      
      * all keys match
      
      * add gin conversion, without additional libraries
      
      * update conversion sctipy
      
      * delete router file
      
      * update tests wrt router deletion
      
      * fix router issues
      
      * update expert code
      
      * update, logits match, code needsREFACTORING
      
      * Refactor code
      Co-authored-by: default avatarYounes Belkada <younesbelkada@users.noreply.github.com>
      
      * add generate tests
      Co-authored-by: default avataryounesbelkada <younesbelkada@gmail.com>
      
      * add support for router loss
      Co-authored-by: default avatarYounes Belkada <younesbelkada@users.noreply.github.com>
      
      * fix forward error
      
      * refactor a bit
      
      * remove `FlaxSwitchTransformers` modules
      
      * more tests pass
      
      * Update code
      Co-authored-by: default avatarYounes Belkada <younesbelkada@users.noreply.github.com>
      
      * fixup
      
      * fix tests
      
      * fix doc
      
      * fix doc + tokenization
      
      * fix tokenizer test
      
      * fix test
      
      * fix loss output
      
      * update code for backward pass
      
      * add loss support
      
      * update documentation
      
      * fix documentation, clean tokenizer
      
      * more doc fix, cleanup example_switch
      
      * fix failing test
      
      * fix test
      
      * fix test
      
      * fix loss issue
      
      * move layer
      
      * update doc and fix router capacity usage
      
      * fixup
      
      * add sparse mlp index for documentation on hub
      
      * fixup
      
      * test sparse mix architecture
      
      * Apply suggestions from code review
      
      * Update docs/source/en/model_doc/switch_transformers.mdx
      
      * fixup on update
      
      * fix tests
      
      * fix another test
      
      * attempt fix
      
      * Update src/transformers/models/switch_transformers/configuration_switch_transformers.py
      Co-authored-by: default avatarArthur <48595927+ArthurZucker@users.noreply.github.com>
      
      * Update src/transformers/models/switch_transformers/convert_switch_transformers_original_flax_checkpoint_to_pytorch.py
      Co-authored-by: default avatarArthur <48595927+ArthurZucker@users.noreply.github.com>
      
      * try
      
      * all tests pass
      
      * fix jitter noise
      
      * Apply suggestions from code review
      
      * doc tests pass
      
      * Update src/transformers/models/switch_transformers/modeling_switch_transformers.py
      Co-authored-by: default avatarArthur <48595927+ArthurZucker@users.noreply.github.com>
      
      * Update src/transformers/models/switch_transformers/modeling_switch_transformers.py
      Co-authored-by: default avatarArthur <48595927+ArthurZucker@users.noreply.github.com>
      
      * remove assert
      
      * change config order
      
      * fix readme japanese
      
      * Apply suggestions from code review
      Co-authored-by: default avatarSylvain Gugger <35901082+sgugger@users.noreply.github.com>
      
      * remove parallelizable tests + add one liners
      
      * remove ONNX config
      
      * fix nits
      
      - add `T5Tokenizer` in auto mapping
      - remove `Switch Transformers` from ONNX supported models
      
      * remove `_get_router`
      
      * remove asserts
      
      * add check in test for `router_dtype`
      
      * add `SwitchTransformersConfig` in `run_pipeline_test`
      
      * Update tests/pipelines/test_pipelines_summarization.py
      
      * add huge model conversion script
      
      * fix slow tests
      
      - add better casting for `Linear8bitLt`
      - remove `torchscript` tests
      
      * add make dir
      
      * style on new script
      
      * fix nits
      
      - doctest
      - remove `_keys_to_ignore_on_load_unexpected`
      
      * Update src/transformers/models/switch_transformers/configuration_switch_transformers.py
      
      * add google as authors
      
      * fix year
      
      * remove last `assert` statements
      
      * standardize vertical spaces
      
      * fix failing import
      
      * fix another failing test
      
      * Remove strange 脿uthorized_keys`
      
      * removing todo and padding that is never used
      Co-authored-by: default avatarArthur Zucker <arthur.zucker@gmail.com>
      Co-authored-by: default avatarybelkada <younes@huggingface.co>
      Co-authored-by: default avatarYounes Belkada <younesbelkada@users.noreply.github.com>
      Co-authored-by: default avatarArthur <48595927+ArthurZucker@users.noreply.github.com>
      Co-authored-by: default avatarSylvain Gugger <35901082+sgugger@users.noreply.github.com>
      Co-authored-by: default avatarArthur Zucker <arthur@huggingface.co>
      163ac3d3
    • bofeng huang's avatar
      Update tokenizer_summary.mdx (#20135) · 9625924c
      bofeng huang authored
      9625924c
    • Wonhyeong Seo's avatar
      [docs] set overflowing image width to auto-scale (#20197) · 8fadfd50
      Wonhyeong Seo authored
      * docs: fix: set overflowing image width to auto-scale
      
      * docs: fix: new language Korean is also affected
      
      * docs: fix: unnecessary line break in index page
      8fadfd50
  2. 14 Nov, 2022 2 commits
    • Bartosz Szmelczynski's avatar
      Fix tapas scatter (#20149) · 78a471ff
      Bartosz Szmelczynski authored
      
      
      * First draft
      
      * Remove scatter dependency
      
      * Add require_torch
      
      * update vectorized sum test, add clone call
      
      * remove artifacts
      
      * fix style
      
      * fix style v2
      
      * remove "scatter" mentions from the code base
      
      * fix isort error
      Co-authored-by: default avatarNiels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
      Co-authored-by: default avatarydshieh <ydshieh@users.noreply.github.com>
      78a471ff
    • Matthijs Hollemans's avatar
      add MobileNetV2 model (#17845) · f711d683
      Matthijs Hollemans authored
      * add model files etc for MobileNetV2
      
      * rename files for MobileNetV1
      
      * initial implementation of MobileNetV1
      
      * fix conversion script
      
      * cleanup
      
      * write docs
      
      * tweaks
      
      * fix conversion script
      
      * extract hidden states
      
      * fix test cases
      
      * make fixup
      
      * fixup it all
      
      * rename V1 to V2
      
      * fix checkpoints
      
      * fixup
      
      * implement first block + weight conversion
      
      * add remaining layers
      
      * add output stride and dilation
      
      * fixup
      
      * add tests
      
      * add deeplabv3+ head
      
      * a bit of fixup
      
      * finish deeplab conversion
      
      * add link to doc
      
      * fix issue with JIT trace
      
      in_height and in_width would be Tensor objects during JIT trace, which caused Core ML conversion to fail on the remainder op. By making them ints, the result of the padding calculation becomes a constant value.
      
      * cleanup
      
      * fix order of models
      
      * fix rebase error
      
      * remove main from doc link
      
      * add image processor
      
      * remove old feature extractor
      
      * fix converter + other issues
      
      * fixup
      
      * fix unit test
      
      * add to onnx tests (but these appear broken now)
      
      * add post_process_semantic_segmentation
      
      * use google org
      
      * remove unused imports
      
      * move args
      
      * replace weird assert
      f711d683
  3. 10 Nov, 2022 2 commits
  4. 09 Nov, 2022 3 commits
  5. 08 Nov, 2022 3 commits
    • amyeroberts's avatar
      AutoImageProcessor (#20111) · 4eb918e6
      amyeroberts authored
      * AutoImageProcessor skeleton
      
      * Update references
      
      * Add mapping in init
      
      * Add model image processors to __init__ for importing
      
      * Add AutoImageProcessor tests
      
      * Fix up
      
      * Image Processor documentation
      
      * Remove pdb
      
      * Update docs/source/en/model_doc/mobilevit.mdx
      
      * Update docs
      
      * Don't add whitespace on json files
      
      * Remove fixtures
      
      * Move checking model config down
      
      * Fix up
      
      * Add check for image processor
      
      * Remove FeatureExtractorMixin in docstrings
      
      * Rename model_tmpfile to config_tmpfile
      
      * Don't make None if not in image processor map
      4eb918e6
    • Weiwe Shi's avatar
      Add RocBert (#20013) · efa889d2
      Weiwe Shi authored
      
      
      * add roc_bert
      
      * update roc_bert readme
      
      * code style
      
      * change name and delete unuse file
      
      * udpate model file
      
      * delete unuse log file
      
      * delete tokenizer fast
      
      * reformat code and change model file path
      
      * add RocBertForPreTraining
      
      * update docs
      
      * delete wrong notes
      
      * fix copies
      
      * fix make repo-consistency error
      
      * fix files are not present in the table of contents error
      
      * change RocBert -> RoCBert
      
      * add doc, add detail test
      Co-authored-by: default avatarweiweishi <weiweishi@tencent.com>
      efa889d2
    • NielsRogge's avatar
      Add CLIPSeg (#20066) · 25896306
      NielsRogge authored
      
      
      * Add first draft
      
      * Update conversion script
      
      * Improve conversion script
      
      * Improve conversion script some more
      
      * Add conditional embeddings
      
      * Add initial decoder
      
      * Fix activation function of decoder
      
      * Make decoder outputs match original implementation
      
      * Make decoder outputs match original implementation
      
      * Add more copied from statements
      
      * Improve model outputs
      
      * Fix auto tokenizer file
      
      * Fix more tests
      
      * Add test
      
      * Improve README and docs, improve conditional embeddings
      
      * Fix more tests
      
      * Remove print statements
      
      * Remove initial embeddings
      
      * Improve conversion script
      
      * Add interpolation of position embeddings
      
      * Finish addition of interpolation of position embeddings
      
      * Add support for refined checkpoint
      
      * Fix refined checkpoint
      
      * Remove unused parameter
      
      * Improve conversion script
      
      * Add support for training
      
      * Fix conversion script
      
      * Add CLIPSegFeatureExtractor
      
      * Fix processor
      
      * Fix CLIPSegProcessor
      
      * Fix conversion script
      
      * Fix most tests
      
      * Fix equivalence test
      
      * Fix README
      
      * Add model to doc tests
      
      * Use better variable name
      
      * Convert other checkpoint as well
      
      * Update config, add link to paper
      
      * Add docs
      
      * Update organization
      
      * Replace base_model_prefix with clip
      
      * Fix base_model_prefix
      
      * Fix checkpoint of config
      
      * Fix config checkpoint
      
      * Remove file
      
      * Use logits for output
      
      * Fix tests
      Co-authored-by: default avatarNiels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
      25896306
  6. 07 Nov, 2022 5 commits
  7. 04 Nov, 2022 2 commits
  8. 03 Nov, 2022 3 commits
  9. 02 Nov, 2022 3 commits
    • Steven Liu's avatar
      reorganize glossary (#20010) · aa39967b
      Steven Liu authored
      aa39967b
    • Yih-Dar's avatar
      Fix doctest (#20023) · fb7cbe23
      Yih-Dar authored
      
      
      * Fix doctest
      Co-authored-by: default avatarydshieh <ydshieh@users.noreply.github.com>
      fb7cbe23
    • amyeroberts's avatar
      Add Image Processors (#19796) · a6b77598
      amyeroberts authored
      
      
      * Add CLIP image processor
      
      * Crop size as dict too
      
      * Update warning
      
      * Actually use logger this time
      
      * Normalize doesn't change dtype of input
      
      * Add perceiver image processor
      
      * Tidy up
      
      * Add DPT image processor
      
      * Add Vilt image processor
      
      * Tidy up
      
      * Add poolformer image processor
      
      * Tidy up
      
      * Add LayoutLM v2 and v3 imsge processors
      
      * Tidy up
      
      * Add Flava image processor
      
      * Tidy up
      
      * Add deit image processor
      
      * Tidy up
      
      * Add ConvNext image processor
      
      * Tidy up
      
      * Add levit image processor
      
      * Add segformer image processor
      
      * Add in post processing
      
      * Fix up
      
      * Add ImageGPT image processor
      
      * Fixup
      
      * Add mobilevit image processor
      
      * Tidy up
      
      * Add postprocessing
      
      * Fixup
      
      * Add VideoMAE image processor
      
      * Tidy up
      
      * Add ImageGPT image processor
      
      * Fixup
      
      * Add ViT image processor
      
      * Tidy up
      
      * Add beit image processor
      
      * Add mobilevit image processor
      
      * Tidy up
      
      * Add postprocessing
      
      * Fixup
      
      * Fix up
      
      * Fix flava and remove tree module
      
      * Fix image classification pipeline failing tests
      
      * Update feature extractor in trainer scripts
      
      * Update pad_if_smaller to accept tuple and int size
      
      * Update for image segmentation pipeline
      
      * Update src/transformers/models/perceiver/image_processing_perceiver.py
      Co-authored-by: default avatarAlara Dirik <8944735+alaradirik@users.noreply.github.com>
      
      * Update src/transformers/image_processing_utils.py
      Co-authored-by: default avatarNielsRogge <48327001+NielsRogge@users.noreply.github.com>
      
      * Update src/transformers/models/beit/image_processing_beit.py
      Co-authored-by: default avatarNielsRogge <48327001+NielsRogge@users.noreply.github.com>
      
      * PR comments - docstrings; remove accidentally added resize; var names
      
      * Update docstrings
      
      * Add exception if size is not in the right format
      
      * Fix exception check
      
      * Fix up
      
      * Use shortest_edge in tuple in script
      Co-authored-by: default avatarAlara Dirik <8944735+alaradirik@users.noreply.github.com>
      Co-authored-by: default avatarNielsRogge <48327001+NielsRogge@users.noreply.github.com>
      a6b77598
  10. 01 Nov, 2022 7 commits
    • Steven Liu's avatar
      fix typo (#20006) · 79c720c0
      Steven Liu authored
      79c720c0
    • Steven Liu's avatar
      Add LayoutLMv3 resource (#19932) · ab74ac11
      Steven Liu authored
      * add layoutlmv3 resource
      
      * add layoutlmv2 resources
      
      * fix button
      ab74ac11
    • Steven Liu's avatar
      Add BERT resources (#19852) · dec8578e
      Steven Liu authored
      * add resources for bert
      
      * add course chapters
      
      * apply reviews
      
      * add pipeline icons and community resource
      
      * fix buttons
      dec8578e
    • Steven Liu's avatar
      add dataset (#20005) · 1f6885ba
      Steven Liu authored
      1f6885ba
    • Sayak Paul's avatar
      Update image_classification.mdx (#19996) · c87ae86a
      Sayak Paul authored
      c87ae86a
    • Mohit Sharma's avatar
      Added onnx config whisper (#19525) · c796b6de
      Mohit Sharma authored
      * Added onnx config whisper
      
      * added whisper support onnx
      
      * add audio input data
      
      * added whisper support onnx
      
      * fixed the seqlength value
      
      * Updated the whisper onnx ocnfig
      
      * restore files to old version
      
      * removed attention mask from inputs
      
      * Updated get_dummy_input_onnxruntime docstring
      
      * Updated relative imports and token generation
      
      * update docstring
      c796b6de
    • Matt's avatar
      Add ESMFold (#19977) · 7f9b7b3f
      Matt authored
      
      
      * initial commit
      
      * First draft that gets outputs without crashing!
      
      * Add all the ported openfold dependencies
      
      * testing
      
      * Restructure config files for ESMFold
      
      * Debugging to find output discrepancies
      
      * Mainly style
      
      * Make model runnable without extra deps
      
      * Remove utils and merge them to the modeling file
      
      * Use correct gelu and remove some debug prints
      
      * More cleanup
      
      * Update esm docs
      
      * Update conversion script to support ESMFold properly
      
      * Port some top-level changes from ESMFold repo
      
      * Expand EsmFold docstrings
      
      * Make attention_mask optional (default to all 1s)
      
      * Add inference test for ESMFold
      
      * Use config and not n kwargs
      
      * Add modeling output class
      
      * Remove einops
      
      * Remove chunking in ESM FFN
      
      * Update tests for ESMFold
      
      * Quality
      
      * REpo consistency
      
      * Remove tree dependency from ESMFold
      
      * make fixup
      
      * Add an error in case my structure map function breaks later
      
      * Remove needless code
      
      * Stop auto-casting the LM to float16 so CPU tests pass
      
      * Stop auto-casting the LM to float16 so CPU tests pass
      
      * Final test updates
      
      * Split test file
      
      * Copyright and quality
      
      * Unpin PyTorch to see built doc
      
      * Fix config file to_dict() method
      
      * Add some docstrings to the output
      
      * Skip TF checkpoint tests for ESM until we reupload those
      
      * make fixup
      
      * More docstrings
      
      * Unpin to get even with main
      
      * Flag example to write
      Co-authored-by: default avatarSylvain Gugger <Sylvain.gugger@gmail.com>
      7f9b7b3f
  11. 31 Oct, 2022 1 commit
  12. 28 Oct, 2022 4 commits
  13. 27 Oct, 2022 2 commits